Reference-first AI solution pods and fractional teams

OneGoodLead assembles small, senior AI pods that ship outcomes. Each expert is reference-verified by founders, investors, or labs. No resumes. No marketplaces. Results in weeks.

Verified experts and researchers in our network

Powered by world-class academics

Our curated network includes top 500 professors and researchers from leading universities worldwide. We connect AI teams with verified academic experts who bring deep domain knowledge and rigorous research methodologies to model development.

TU Kaiserslautern - Distance and Independent Studies Center

0K+

revenue generated

hours worked

top professors

university partnerships

Referenced by founders and operators from NUST/NSTP labs and select venture networks

Pods for outcomes. Not staffing.

Solution Pods: 3–5 specialists. Lead engineer, data/ML, full-stack, and ops. Built to own a scoped outcome.

✓

Reference-verified experts only

✓

Production delivery in <30 days

What we deliver

Common wins: lead scoring, SDR automation, ticket triage, onboarding flows, document and data intelligence, agentic workflow automation.

Solution Pods

3–5 specialists. Lead engineer, data/ML, full-stack, and ops. Built to own a scoped outcome.

Fractional Teams

Part-time ongoing pods for product lines or functions. Scale your AI capabilities without full-time hires.

AI Audits

Fast discovery to map bottlenecks and ROI. Feeds a scoped pod sprint with clear acceptance criteria.

HOW IT WORKS

With OneGoodLead, you get production-ready AI solutions in weeks, not months

Tell us the outcome

We translate goals into an executable scope.

We assemble the pod

Only reference-verified experts.

Sprint and ship

Production delivery in less than 30 days for most scopes.

Scale or switch

Extend as a fractional team or close the sprint.

Why reference-first

Signal over noise

Every expert is vouched for by someone who worked with them.

Fit and speed

Pods form around your stack and domain.

Measured outcomes

Clear acceptance criteria. Repeatable playbooks.

Who we work with

Teams that know what they need

Already identified the AI outcome. Want a pod that ships. Fast execution without the friction.

Traditional businesses exploring AI

Need an AI audit first. We map use-cases, identify ROI opportunities, then deploy the right pod.

Pods you can start today

Revenue Ops Pod

Lead scoring. Outreach automation. CRM hygiene.

Support Intelligence Pod

Triage. Auto-draft replies. CS analytics.

Doc & Data Pod

Parsing. Extraction. Sync to your systems.

Agentic Workflows Pod

Multi-agent flows across tools.

Vision & OCR Pod

Scanning. Barcodes. Image QA.

Custom Pod

Built to your stack and KPI.

Proof of execution

Short snapshots. No vanity metrics.

Fitness brand

Outreach rebuild. Higher qualified replies. Faster handoffs.

Last-mile logistics

Scan pipeline prototype. Data capture ready for ops.

SME inventory

Invoice automation. Lower manual hours.

(Deeper case notes available under NDA.)